Accepted Papers

Collaborative Filtering via Learning Characteristics of Neighborhood based on Convolutional Neural Networks Yugang Jia, Xin Wang and Jinting Zhang

Pairwise Multi-Layer Nets for Learning Distributed Representation of Multi-field Categorical Data Ying Wen, Tianyao Chen, Jun Wang and Weinan Zhang

Res-embedding for Deep Learning Based Click-Through Rate Prediction Modeling Guorui Zhou, Kailun Wu, Weijie Bian, Xiaoqiang Zhu and Kun Gai

An adaptive approach for anomaly detector selection and fine-tuning in time series Hui Ye, Xiaopeng Ma, Qingfeng Pan, Huaqiang Fang, Hang Xiang and Tongzhen Shao

Attention-based Mixture Density Recurrent Networks for History-based Recommendation Tian Wang, Kyunghyun Cho and Musen Wen

XDL: An Industrial Deep Learning Framework for High-dimensional Sparse Data Biye Jiang, Chao Deng, Huimin Yi, Zelin Hu, Guorui Zhou, Buting Ma, Yang Zheng, Sui Huang, Xinyang Guo, Dongyue Wang, Yue Song, Liqin Zhao, Zhi Wang, Peng Sun, Yu Zhang, Di Zhang, Jinhui Li, Jian Xu, Xiaoqiang Zhu and Kun Gai

AMAD: Adversarial Multiscale Anomaly Detection onHigh-Dimensional and Time-Evolving Categorical Data Zheng Gao, Lin Guo, Chi Ma, Xiao Ma, Kai Sun, Hang Xiang, Xiaoqiang Zhu, Hongsong Li and Xiaozhong Liu

(Best Paper Award) An End-to-End Neighborhood-based Interaction Model for Knowledge-enhanced Recommendation Yanru Qu, Ting Bai, Weinan Zhang, Jianyun Nie and Jian Tang

Click-Through Rate Prediction with the User Memory Network Wentao Ouyang, Xiuwu Zhang, Shukui Ren, Li Li, Zhaojie Liu and Yanlong Du

A unified neural network approach to e-Commercerelevance learning Yunjiang Jiang, Yue Shang, Rui Li, Wen-Yun Yang, Guoyu Tang, Chaoyi Ma, Yun Xiao and Eric Zhao

Learning over Categorical Data using Counting Features Xuyang Wu, Xinyang Gao, Weinan Zhang, Rui Luo and Jun Wang

Behavior Sequence Transformer for E-commerce Recommendation in Alibaba Qiwei Chen, Huan Zhao, Wei Li, Pipei Huang and Wenwu Ou

Automatic Feature Engineering From Very High Dimensional Event Logs Using Deep Neural Networks Kai Hu, Joey Wang, Yong Liu and Datong Chen

Learning Job Representation Using Directed Graph Embedding Haiyan Luo, Yu Sun, Anand Joseph Bernard Selvaraj and Shichuan Ma

SuperChat: Dialogue Generation by Transfer Learning from Vision to Language using Two-dimensional Word Embedding Baohua Sun, Lin Yang, Michael Lin, Charles Young, Jason Dong, Wenhan Zhang and Patrick Dong